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  • Applied Machine Learning

Applied Machine Learning Courses

Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.


Popular Applied Machine Learning Courses and Certifications


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    U

    University of Illinois Urbana-Champaign

    Data Analytics Foundations for Accountancy II

    Skills you'll gain: Anomaly Detection, Feature Engineering, Data Ethics, Machine Learning Algorithms, Classification Algorithms, Machine Learning, Statistical Machine Learning, Applied Machine Learning, Supervised Learning, Unsupervised Learning, Scikit Learn (Machine Learning Library), Model Evaluation, Data Preprocessing, Decision Tree Learning, Data Mining, Exploratory Data Analysis, Regression Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Semiconductor Devices

    Skills you'll gain: Semiconductors, Electrical Engineering, Electronic Systems, Electronic Components, Materials science, Electronic Hardware, Electronics, Electrical and Computer Engineering, Physics, Electronics Engineering, Applied Mathematics, Mathematical Modeling

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    612 reviews

    Advanced · Specialization · 1 - 3 Months

  • Status: Free Trial
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    I

    IBM

    Introduction to Software Engineering

    Skills you'll gain: Software Development Life Cycle, Software Architecture, Software Design, Software Development Methodologies, Software Design Patterns, Development Environment, Unified Modeling Language, Software Engineering, Web Applications, Software Development Tools, Software Development, Application Deployment, Programming Principles, Front-End Web Development, Back-End Web Development, Software Documentation, Computer Programming, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    4.4K reviews

    Beginner · Course · 1 - 3 Months

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    M

    Macquarie University

    Adapting: Career Development

    Skills you'll gain: Stress Management, Resilience, Personal Development, Time Management, Intercultural Competence, Cultural Diversity, Productivity, Cultural Sensitivity, Adaptability, Self-Awareness, Business Ethics, Leadership Development, Business Communication, Cognitive flexibility, Diversity Awareness, Professional Development, Diversity and Inclusion, Workplace inclusivity, Lifelong Learning, Communication

    4.8
    Rating, 4.8 out of 5 stars
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    2.8K reviews

    Beginner · Specialization · 3 - 6 Months

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    I

    Intel

    AI Essentials

    Skills you'll gain: Artificial Intelligence, AI Enablement, Discussion Facilitation, Company, Product, and Service Knowledge, Responsible AI, Machine Learning, Data Analysis, Business Research, B2B Sales

    4.4
    Rating, 4.4 out of 5 stars
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    725 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of California San Diego

    Drug Development Product Management

    Skills you'll gain: Drug Development, Clinical Trials, Pharmaceuticals, Clinical Research, Commercialization, Pre-Clinical Development, Good Clinical Practices (GCP), Pharmacotherapy, Pharmacology, Regulatory Affairs, Intellectual Property, Sales Strategy, Biotechnology, Portfolio Management, Bioinformatics, Precision Medicine, Strategic Partnership, Regulatory Compliance, Marketing, Marketing Strategies

    4.6
    Rating, 4.6 out of 5 stars
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    6.4K reviews

    Beginner · Specialization · 3 - 6 Months

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    U

    University of Maryland, College Park

    Public Health Leadership Fundamentals

    Skills you'll gain: Professional Development, Cultural Diversity, Adaptability

    Beginner · Course · 1 - 4 Weeks

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    A
    A

    Multiple educators

    Real-World AI for Everyone

    Skills you'll gain: Retrieval-Augmented Generation, AI Product Strategy, Independent Thinking, Productivity Software, Generative AI, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Business Communication, Emotional Intelligence, Productivity, Operational Efficiency, Administration, Business Operations, Planning, Project Planning, Business Planning, Project Management, Business Administration, Business

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    W

    Whizlabs

    NVIDIA: Fundamentals of NLP and Transformers

    Skills you'll gain: Natural Language Processing, Recurrent Neural Networks (RNNs), Embeddings, Transfer Learning, Data Pipelines, Data Preprocessing, Artificial Neural Networks, Unstructured Data, Machine Learning Methods, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Minnesota

    Software Development Lifecycle

    Skills you'll gain: User Story, Agile Software Development, Software Design Patterns, Design Thinking, Software Development Methodologies, Software Design, Agile Methodology, Agile Project Management, Process Mapping, Software Engineering, Kanban Principles, Software Development Life Cycle, Software Quality Assurance, Program Development, Application Security, Scrum (Software Development), Object Oriented Design, Software Architecture, User Experience Design, Software Quality (SQA/SQC)

    4.7
    Rating, 4.7 out of 5 stars
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    9.8K reviews

    Intermediate · Specialization · 3 - 6 Months

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    E

    EDUCBA

    Personality Development: Analyze & Apply Growth

    Skills you'll gain: Personal Development, Human Development, Self-Awareness, Growth Mindedness, Lifelong Learning, Psychology, Emotional Intelligence, Social Sciences, Cultural Diversity, Sociology, Goal Setting, Physiology

    Mixed · Course · 1 - 4 Weeks

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    C

    Coursera

    Evaluate AI Risks: Adopt Smart Predictions

    Skills you'll gain: Model Evaluation, Data-Driven Decision-Making, Predictive Modeling, Risk Analysis, Strategic Decision-Making, Performance Metric, Technical Communication

    Beginner · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular applied machine learning courses

  • Data Analytics Foundations for Accountancy II: University of Illinois Urbana-Champaign
  • Semiconductor Devices: University of Colorado Boulder
  • Introduction to Software Engineering: IBM
  • Adapting: Career Development: Macquarie University
  • AI Essentials : Intel
  • Drug Development Product Management: University of California San Diego
  • Public Health Leadership Fundamentals: University of Maryland, College Park
  • Real-World AI for Everyone: Advancing Women in Tech
  • NVIDIA: Fundamentals of NLP and Transformers : Whizlabs
  • Software Development Lifecycle: University of Minnesota

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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